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# agile | ||
agile - COst Minimization Bed INvErsion model for ice caps and valley glaciers | ||
# AGILE | ||
AGILE - Open Global Glacier Data Assimilation Framework | ||
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Work in progress! | ||
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This project is an adaption/extension to [OGGM](https://github.com/OGGM/oggm) and utilizes its dynamical model together with backwards functionalities (Automatic/Algorithmic Differentiation) of [PyTorch](https://pytorch.org/) to enable a cost function based inversion of bedrock topography. | ||
This project is an adaption/extension to [OGGM](https://github.com/OGGM/oggm) and utilizes its dynamical model together with backwards functionalities (Automatic/Algorithmic Differentiation) of [PyTorch](https://pytorch.org/) to enable a cost function based assimilation. | ||
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agile2D is based on a dynamical 2D Shallow-Ice-Approximation model, using surface outlines, surface topography, surface mass-balance time series and optionally also existing ice thickness measurements for ice caps. For further information look at the [master thesis](https://diglib.uibk.ac.at/ulbtirolhs/content/titleinfo/3086935/full.pdf) of @phigre ([Repository stage of master thesis](https://github.com/OGGM/agile/tree/04aa57353f72f272a264be5a4c683ffa7dc5bf0f)). | ||
agile2D (previously called combine2d) is based on a dynamical 2D Shallow-Ice-Approximation model, using surface outlines, surface topography, surface mass-balance time series and optionally also existing ice thickness measurements for ice caps. For further information look at the [master thesis](https://diglib.uibk.ac.at/ulbtirolhs/content/titleinfo/3086935/full.pdf) of @phigre ([Repository stage of master thesis](https://github.com/OGGM/agile/tree/04aa57353f72f272a264be5a4c683ffa7dc5bf0f)). | ||
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agile1D is based on a dynamical 1D or flowline model, using flowline surface heights and widths as well as surface mass-balance time series for valley glaciers. For further information look at the [master thesis](https://diglib.uibk.ac.at/ulbtirolhs/content/titleinfo/6139027/full.pdf) of @pat-schmitt ([Repository stage of master thesis](https://github.com/OGGM/agile/tree/bf2f7372787adf3e4f31ba5fd56e8968b9fb3347)). | ||
agile1D (previously called combine1d) is based on a dynamical 1D or flowline model, using flowline surface heights and widths as well as surface mass-balance time series for valley glaciers. For further information look at the [master thesis](https://diglib.uibk.ac.at/ulbtirolhs/content/titleinfo/6139027/full.pdf) of @pat-schmitt ([Repository stage of master thesis](https://github.com/OGGM/agile/tree/bf2f7372787adf3e4f31ba5fd56e8968b9fb3347)). |